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The value of citizen science for ecological monitoring of mammals

https://doi.org/10.7717/peerj.4536
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/fee.1436openalex-snapshot
Assessing data quality in citizen science
inferredcites →https://doi.org/10.1007/978-3-319-27288-7_9openalex-snapshot
Involving Citizen Scientists in Biodiversity Observation
inferredcites →https://doi.org/10.1007/s10980-015-0262-9openalex-snapshot
Volunteer-run cameras as distributed sensors for macrosystem mammal research
inferredcites →https://doi.org/10.1016/j.biocon.2010.02.013openalex-snapshot
The science and application of ecological monitoring
inferredcites →https://doi.org/10.1016/j.biocon.2012.12.025openalex-snapshot
Risky business or simple solution – Relative abundance indices from camera-trapping
inferredcites →https://doi.org/10.1016/j.biocon.2013.11.003openalex-snapshot
The eBird enterprise: An integrated approach to development and application of citizen science
inferredcites →https://doi.org/10.1016/j.biocon.2014.11.022openalex-snapshot
Citizen science reveals trends in bat populations: The National Bat Monitoring Programme in Great Britain
inferredcites →https://doi.org/10.1016/j.biocon.2016.06.025openalex-snapshot
Creating advocates for mammal conservation through citizen science
inferredcites →https://doi.org/10.1016/j.biocon.2016.09.001openalex-snapshot
The ecological impact of humans and dogs on wildlife in protected areas in eastern North America
inferredcites →https://doi.org/10.1016/j.tree.2006.08.007openalex-snapshot
Monitoring for conservation
inferredcites →https://doi.org/10.1016/j.tree.2010.06.016openalex-snapshot
Long-term datasets in biodiversity research and monitoring: assessing change in ecological communities through time
inferredcites →https://doi.org/10.1016/s0048-9697(02)00642-3openalex-snapshot
The monitoring of British breeding birds: a success story for conservation science?
inferredcites →https://doi.org/10.1093/jmammal/gyx128openalex-snapshot
Do occupancy or detection rates from camera traps reflect deer density?
inferredcites →https://doi.org/10.1111/1365-2664.12700openalex-snapshot
Does hunting or hiking affect wildlife communities in protected areas?
inferredcites →https://doi.org/10.1111/bij.12576openalex-snapshot
An agenda for the future of biological recording for ecological monitoring and citizen science
inferredcites →https://doi.org/10.1111/j.1523-1739.2005.00s01.xopenalex-snapshot
The Neighborhood Nestwatch Program: Participant Outcomes of a Citizen‐Science Ecological Research Project
inferredcites →https://doi.org/10.1111/j.1523-1739.2011.01745.xopenalex-snapshot
Knowledge Gain and Behavioral Change in Citizen-Science Programs
inferredcites →https://doi.org/10.1111/j.1523-1739.2011.01752.xopenalex-snapshot
Conservation in the Anthropocene
inferredcites →https://doi.org/10.1126/science.1251554openalex-snapshot
Next Steps for Citizen Science
inferredcites →https://doi.org/10.1139/cjz-79-10-1794openalex-snapshot
Food habits and space use of gray foxes in relation to sympatric coyotes and bobcats
inferredcites →https://doi.org/10.1146/annurev-ecolsys-102209-144636openalex-snapshot
Citizen Science as an Ecological Research Tool: Challenges and Benefits
inferredcites →https://doi.org/10.1371/journal.pone.0065907openalex-snapshot
Improved Analysis of Long-Term Monitoring Data Demonstrates Marked Regional Declines of Bat Populations in the Eastern United States
inferredcites →https://doi.org/10.1525/bio.2009.59.11.9openalex-snapshot
Citizen Science: A Developing Tool for Expanding Science Knowledge and Scientific Literacy
inferredcites →https://doi.org/10.1579/0044-7447(2007)36[566:icmabi]2.0.co;2openalex-snapshot
Increasing Conservation Management Action by Involving Local People in Natural Resource Monitoring
inferredcites →https://doi.org/10.1674/0003-0031(2005)153[0171:oisuab]2.0.co;2openalex-snapshot
Overlap in Space Use among Bobcats (Lynx rufus), Coyotes (Canis latrans) and Gray Foxes (Urocyon cinereoargenteus)
inferredcites →https://doi.org/10.1890/10.wb.21openalex-snapshot
Science communication: more than words
inferredcites →https://doi.org/10.1890/10.wb.22openalex-snapshot
A reply to Sagarin
inferredcites →https://doi.org/10.1890/110273openalex-snapshot
Data validation in citizen science: a case study from Project FeederWatch
inferredcites →https://doi.org/10.2981/0909-6396(2006)12[450:oeamip]2.0.co;2openalex-snapshot
Occupancy Estimation and Modeling. Inferring patterns and dynamics of species occurrence
inferredcites →https://doi.org/10.32614/cran.package.inextopenalex-snapshot
iNEXT: Interpolation and Extrapolation for Species Diversity
inferredcites →https://doi.org/10.32614/cran.package.rmarkopenalex-snapshot
RMark: R Code for Mark Analysis
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
R: A Language and Environment for Statistical Computing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4743387openalex-extracted
Nesting Ecology and Predation Risk in the European Pond Turtle Emys Orbicularis (L., 1758): Implications for Management and Conservation Measures
inferred← citeshttps://doi.org/10.1002/ece3.6567openalex-snapshot
Responses of sympatric canids to human development revealed through citizen science
inferred← citeshttps://doi.org/10.1002/ece3.73506openalex-snapshot
Community Science: Big Insights From Small Mammal Data
inferred← citeshttps://doi.org/10.1002/ecs2.3878openalex-snapshot
Assessing temporal biases across aggregated historical spatial data: a case study of North Carolina’s freshwater fishes
inferred← citeshttps://doi.org/10.1002/ecs2.3938openalex-snapshot
The effectiveness of opportunistic public reports versus professional data to estimate large carnivore distribution
inferred← citeshttps://doi.org/10.1002/ecs2.3993openalex-snapshot
The effect of urbanization on spatiotemporal interactions between gray foxes and coyotes
inferred← citeshttps://doi.org/10.1002/ecs2.4300openalex-snapshot
Sea otters in a California estuary: Detecting temporal and spatial dynamics with volunteer monitoring
inferred← citeshttps://doi.org/10.1002/edn3.481openalex-snapshot
Holistic monitoring of freshwater and terrestrial vertebrates by camera trapping and environmental DNA
inferred← citeshttps://doi.org/10.1002/pan3.10147openalex-snapshot
Diversifying environmental volunteers by engaging with online communities
inferred← citeshttps://doi.org/10.1002/pan3.10636openalex-snapshot
A path to human‐raccoon dog harmony: Identifying factors influencing the tolerance of urban residents in Shanghai towards a neglected species
inferred← citeshttps://doi.org/10.1002/rse2.153openalex-snapshot
Application of the Random Encounter Model in citizen science projects to monitor animal densities
inferred← citeshttps://doi.org/10.1002/rse2.374openalex-snapshot
Camtrap DP: an open standard for the FAIR exchange and archiving of camera trap data
inferred← citeshttps://doi.org/10.1002/rse2.70025openalex-snapshot
Tourist sightings improve the precision of camera trap‐derived density estimates using spatial capture‐recapture models
inferred← citeshttps://doi.org/10.1007/s10344-023-01670-6openalex-snapshot
Cats and clouds: how a citizen camera-trapping project boosts wildcat (Felis silvestris) conservation
inferred← citeshttps://doi.org/10.1007/s11252-022-01318-4openalex-snapshot
Estimates of wildlife species richness, occupancy, and habitat preference in a residential landscape in New York State
inferred← citeshttps://doi.org/10.1007/s11356-021-13379-7openalex-snapshot
How and why beekeepers participate in the INSIGNIA citizen science honey bee environmental monitoring project
inferred← citeshttps://doi.org/10.1016/j.ecoleng.2020.106080openalex-snapshot
Identifying high-priority conservation areas for endangered waterbirds using a flagship species in the Korean DMZ
inferred← citeshttps://doi.org/10.1016/j.gecco.2024.e02975openalex-snapshot
Nesting habitat characteristics and predation patterns in the European pond turtle Emys orbicularis (L., 1758): Implications for management and conservation measures
inferred← citeshttps://doi.org/10.1016/j.jnc.2025.127049openalex-snapshot
Using non-invasive and minimally-invasive methods to inform conservation of terrestrial mammals: A review of novel techniques and new applications
inferred← citeshttps://doi.org/10.1016/j.pyro.2025.100002openalex-snapshot
Citizen science as a tool to investigate landscape controls on fuel moisture and flammability
inferred← citeshttps://doi.org/10.1071/wr22022openalex-snapshot
Training and experience increase classification accuracy in white-tailed deer camera surveys
inferred← citeshttps://doi.org/10.1071/wr22094openalex-snapshot
The effect of scent lures on detection is not equitable among sympatric species
inferred← citeshttps://doi.org/10.1080/15627020.2026.2650306openalex-snapshot
Encounter trends for steenbok, oribi, Cape grysbok and grey rhebok from the Coordinated Avifaunal Roadcount (CAR) project for South Africa
inferred← citeshttps://doi.org/10.1093/biosci/biab072openalex-snapshot
Open Data Practices among Users of Primary Biodiversity Data
inferred← citeshttps://doi.org/10.1109/mts.2023.3344904openalex-snapshot
Beyond Data: Recognizing the Democratic Potential of Citizen Science
inferred← citeshttps://doi.org/10.1111/1365-2664.13385openalex-snapshot
Urbanization focuses carnivore activity in remaining natural habitats, increasing species interactions
inferred← citeshttps://doi.org/10.1111/1365-2664.13592openalex-snapshot
Fishing for mammals: Landscape‐level monitoring of terrestrial and semi‐aquatic communities using eDNA from riverine systems
inferred← citeshttps://doi.org/10.1111/1749-4877.12525openalex-snapshot
Community‐based population monitoring for large baleen whales: the case study of Bryde's whale in Beibu Gulf of China
inferred← citeshttps://doi.org/10.1111/2041-210x.14458openalex-snapshot
Game target‐group: Implementing inhomogeneous Poisson point process to estimate animal abundance from harvest data
inferred← citeshttps://doi.org/10.1111/aec.12836openalex-snapshot
How to work with children and animals: A guide for school‐based citizen science in wildlife research
inferred← citeshttps://doi.org/10.1111/csp2.12788openalex-snapshot
The risks and rewards of community science for threatened species monitoring
inferred← citeshttps://doi.org/10.1111/csp2.577openalex-snapshot
Extreme citizen science: Lessons learned from initiatives around the globe
inferred← citeshttps://doi.org/10.1111/csp2.70215openalex-snapshot
The importance of private land for biodiversity conservation is highlighted by rapid, broad‐scale sampling using citizen science
inferred← citeshttps://doi.org/10.1111/csp2.70244openalex-snapshot
Long‐term impacts of the invasive frog Polypedates megacephalus on Taiwan's native frogs: A 16‐year community science study
inferred← citeshttps://doi.org/10.1186/s12052-020-00123-xopenalex-snapshot
How should scientists spread interest in, understanding of, and desire to practice, science more widely among the public?
inferred← citeshttps://doi.org/10.1186/s12862-025-02469-6openalex-snapshot
Snakes among citizens: distribution and ecology of the Aesculapian snake, Zamenis longissimus (Laurenti, 1768) in Bratislava revealed by citizen science
inferred← citeshttps://doi.org/10.13047/kjee.2024.38.3.230openalex-snapshot
Anura Call Monitoring Data Collection and Quality Management through Citizen Participation1a
inferred← citeshttps://doi.org/10.21203/rs.3.rs-647329/v1openalex-snapshot
Estimates of wildlife species richness, occupancy, and habitat preference in a human-impacted landscape in New York State
inferred← citeshttps://doi.org/10.22458/urj.v12i2.3015openalex-snapshot
A community-based survey of mammals in the Río Sapo basin, El Salvador
inferred← citeshttps://doi.org/10.26686/wgtn.17134997openalex-snapshot
Understanding distributions of invasive mammals in urban environments using remote cameras and citizen science
inferred← citeshttps://doi.org/10.2744/ccb-1384.1openalex-snapshot
Estimating Population Size of a Threatened Turtle Using Community and Citizen Science
inferred← citeshttps://doi.org/10.33423/jhetp.v19i7.2530openalex-snapshot
Formal Citizen Science in the 5th Grade: Ineffective but Informative and Highly Influential
inferred← citeshttps://doi.org/10.3389/fcomm.2022.949949openalex-snapshot
Exploring the potential role of citizen science in the warning value chain for high impact weather
inferred← citeshttps://doi.org/10.3390/d13090454openalex-snapshot
Concurrent Butterfly, Bat and Small Mammal Monitoring Programmes Using Citizen Science in Catalonia (NE Spain): A Historical Review and Future Directions
inferred← citeshttps://doi.org/10.3390/d17030147openalex-snapshot
First Photo-Identification Study of the Sperm Whale (Physeter macrocephalus) in the Aeolian Archipelago and the Northern Coast of Sicily (Southern Tyrrhenian Sea, Italy)
inferred← citeshttps://doi.org/10.3390/su131810287openalex-snapshot
The Role of Citizen Science and Deep Learning in Camera Trapping
inferred← citeshttps://doi.org/10.3398/064.081.0308openalex-snapshot
Updating the Distribution of American Black Bears (Ursus americanus) in Texas Using Community Science, State Agencies, and Natural History Collections
inferred← citeshttps://doi.org/10.37002/biodiversidadebrasileira.v16i2.2896openalex-snapshot
Mastofauna da Serra da Chapadinha: quando a ciência cidadã revela uma paisagem que precisa ser protegida
inferred← citeshttps://doi.org/10.62015/np.2020.v26.42openalex-snapshot
Primates in SISS-Geo: potential contributions of mobile technology, health surveillance and citizen science to support species conservation in brazil
inferred← citeshttps://doi.org/10.64898/2026.04.25.720805openalex-snapshot
Image surveys, agricultural landowners and residents hold the key: optimizing local ecological knowledge to reveal carnivore communities
inferred← citeshttps://doi.org/10.7287/peerj.14159v0.1/reviews/1openalex-snapshot
Peer Review #1 of "Intensive hunting changes human-wildlife relationships (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj.14159v0.1/reviews/2openalex-snapshot
Peer Review #2 of "Intensive hunting changes human-wildlife relationships (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj.14159v0.2/reviews/1openalex-snapshot
Peer Review #1 of "Intensive hunting changes human-wildlife relationships (v0.2)"
inferred← citeshttps://doi.org/10.7287/peerj.14159v0.2/reviews/2openalex-snapshot
Peer Review #2 of "Intensive hunting changes human-wildlife relationships (v0.2)"
inferred← citeshttps://doi.org/10.7717/peerj.14159openalex-snapshot
Intensive hunting changes human-wildlife relationships
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